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Edwin Fong

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Bayesian inference under model misspecification, Bayesian nonparametrics

I am a third year DPhil student at the Department of Statistics, University of Oxford under the supervision of Professor Chris Holmes. I’m particularly interested in the foundations of Bayesian inference, model misspecification and scalable Bayesian nonparametric inference.

Publications

2021

• E. Fong , C. Holmes , S. G. Walker , Martingale Posterior Distributions, arXiv preprint arXiv:2103.15671, 2021.
  

  @article{Fong2021,
    title = {Martingale Posterior Distributions},
    author = {Fong, Edwin and Holmes, Chris and Walker, Stephen G},
    journal = {arXiv preprint arXiv:2103.15671},
    year = {2021}
  }
  

2020

• E. Fong , C. Holmes , On the marginal likelihood and cross-validation, Biometrika, vol. 107, no. 2, 489–496, 2020.
  

  @article{Fong2020,
    title = {On the marginal likelihood and cross-validation},
    author = {Fong, Edwin and Holmes, CC},
    journal = {Biometrika},
    volume = {107},
    number = {2},
    pages = {489--496},
    year = {2020},
    publisher = {Oxford University Press}
  }
  

2019

• E. Fong , S. Lyddon , C. Holmes , Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap, in Proceedings of the 36th International Conference on Machine Learning, 2019, 1952–1962.
  
  @inproceedings{Fong2019,
    title = {Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap},
    author = {Fong, Edwin and Lyddon, Simon and Holmes, Chris},
    booktitle = {Proceedings of the 36th International Conference on Machine Learning},
    pages = {1952--1962},
    year = {2019},
    publisher = {PMLR}
  }